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All Projects → goktug97 → NEATEST

goktug97 / NEATEST

Licence: MIT License
NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

Programming Languages

python
139335 projects - #7 most used programming language

Labels

neatgenetic-algorithmneuroevolutionevolutionary-algorithmsneural-architecture-search

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NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

It is NEAT but the weights are trained with Natural Evolution Strategy and the weights are shared across genomes.

Requirements

numpy
cloudpickle

Install

pip install nesneat

Optional

matplotlib # To draw networks
mpi4py # For parallelization
gym # For examples

Usage

Check examples

PYTHONPATH="$(pwd):$PYTHONPATH" python examples/cartpole.py
# Or in parallel
PYTHONPATH="$(pwd):$PYTHONPATH" mpirun -np 2 python examples/cartpole.py
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